{"id":"W2586803265","doi":"","title":"Biliteracy across Scripts: Implications for Language Development in Southeast Asia","year":2017,"lang":"en","type":"article","venue":"eVols (University of Hawaii)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Scripting language; Southeast asia; Geography; Linguistics; History; Computer science; Ancient history; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262547,0.0002160532,0.0001804661,0.0007047232,0.001948278,0.002199621,0.0005384514,0.0003024845,0.004275233],"category_scores_gemma":[0.005085662,0.0001475429,0.0001456417,0.0008478836,0.001956128,0.002653474,0.0021684,0.0006168531,0.0002208909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737403,"about_ca_system_score_gemma":0.006561436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08122173,"about_ca_topic_score_gemma":0.1048508,"domain_scores_codex":[0.9991148,0.0004519593,0.00006842255,0.00006371876,0.00006566178,0.0002355303],"domain_scores_gemma":[0.9974315,0.000657096,0.0005086489,0.00009118772,0.0004660899,0.0008455275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001200397,0.0001914535,0.6631283,0.0004314562,0.00003105374,0.00437355,0.1759283,0.0004420376,0.002105333,0.03490845,0.001725175,0.1166149],"study_design_scores_gemma":[0.00001732379,0.0002071024,0.5675808,0.001047144,0.0000485956,0.00116805,0.395344,0.0011491,0.001549094,0.01426945,0.01758379,0.00003553926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647827,0.001046928,0.0003498337,0.00582479,0.00002161468,0.00003305852,0.00009411597,0.00001618701,0.02783081],"genre_scores_gemma":[0.9979931,0.00056857,0.0002549835,0.0001688443,0.000003213064,0.00001986445,0.00002320517,0.000002701129,0.0009655133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08122173,"threshold_uncertainty_score":0.161498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08572252044220603,"score_gpt":0.4462955944831674,"score_spread":0.3605730740409613,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}